Spatial and Syndromic Surveillance for Public Health, 2005, p.203-221
2005
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Details
- Autor(en) / Beteiligte
- Titel
- Bayesian Data Mining for Health Surveillance
- Ist Teil von
- Spatial and Syndromic Surveillance for Public Health, 2005, p.203-221
- Ort / Verlag
- Chichester, UK: John Wiley & Sons, Ltd
- Erscheinungsjahr
- 2005
- Quelle
- Wiley Online Library All Obooks
- Beschreibungen/Notizen
- This chapter contains sections titled: Introduction Probabilistic graphical models Hidden Markov models for surveillance: illustrative examples Hidden Markov models for surveillance: further exploration Random observation time hidden Markov models Interpretation of hidden Markov models for surveillance Discussion Acknowledgments
- Sprache
- Englisch
- Identifikatoren
- ISBN: 0470092483, 9780470092484DOI: 10.1002/0470092505.ch12Titel-ID: cdi_proquest_miscellaneous_36772509
- Format
- –
- Schlagworte
- Bayesian data mining, Bayesian hidden Markov models, Bayesian method, Bayesian networks, Diseases, full probability model, Health, hidden Markov models (HMM), Markov chain Monte Carlo (MCMC), multivariate surveillance, probabilistic graphical models, Public health, Spatial analysis, Statistical methods, Surveillance